lucidrains/deep-daze
Simple command line tool for text to image generation using OpenAI's CLIP and Siren (Implicit neural representation network). Technique was originally created by https://twitter.com/advadnoun observed · 2026-08-28
Health v2 · maintenance only
23/100
- Activity 0
- Release rhythm 8
- Longevity 100
How is this computed?
round(0.45*activity + 0.35*rhythm + 0.20*longevity); archived -> min(score, 10) — computed 2026-09-03. Adoption (stars, forks) is never an input.
- gap_med: n/a
- age_days: 2054
- days_rel: n/a
- days_push: 1634
- n_releases_24m: 0
Adoption not part of the score
4315 stars · 310 forks observed · 2026-08-28
What it is AI-extracted, prompt v1, taxonomy v1, 2026-08-29, confidence not recorded
Deep Daze is a simple command line tool for text-to-image generation that combines OpenAI's CLIP with a Siren implicit neural representation network. It renders images from a text prompt by optimizing a neural network to match the CLIP embedding of the phrase.
Use cases
- generate an image from a text prompt
- create generative art from a phrase
- visualize a sentence as an image
- run CLIP-guided text-to-image synthesis locally
- experiment with implicit neural representations for image generation
When to choose
- you want a simple CLI to turn text prompts into images
- you have an Nvidia or AMD GPU with at least 4GB VRAM
- you want to experiment with CLIP + Siren generative techniques
When to avoid
- you need state-of-the-art text-to-image quality like diffusion models
- you have no GPU available
- you need a maintained tool with active development
Facets
cli-tool · maturity maintenance
machine-learning deep-learning image-processing cli artificial-intelligence deep-learning image-processing python cli windows text-to-image clip siren implicit-neural-representation generative-art gpu linux macos
2 sources
- readme: https://github.com/lucidrains/deep-daze · fetched 2026-08-28 · 9d282ec3d9b5
- registry_pypi: https://pypi.org/pypi/deep-daze/json · fetched 2026-08-29 · 2ead9dcc3444
Member repositories
| Repository | Role | Health v2 |
|---|---|---|
| lucidrains/deep-daze | main | 23 |
For agents
markdown · JSON · MCP: product_card(name="lucidrains/deep-daze")
Data as of 2026-08-30T08:39:29.467469+00:00 · Report a problem